Will AI replace Recycling and Reclamation Workers?

What this score means

Recycling and Reclamation Workers is among the least exposed roles in Transportation. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 11 out of 100 it scores 7 points below the Transportation average of 18. Across the 3 sources behind this baseline, individual estimates run from 5 to 20, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Recycling and Reclamation Workers, most central first, showing 12 of 14.

• 01Sort materials, such as metals, glass, wood, paper or plastics, into appropriate containers for recycling.
• 02Clean recycling yard by sweeping, raking, picking up broken glass and loose paper debris, or moving barrels and bins.
• 03Operate forklifts, pallet jacks, power lifts, or front-end loaders to load bales, bundles, or other heavy items onto trucks for shipping to smelters or other recycled materials processing facilities.
• 04Sort metals to separate high-grade metals, such as copper, brass, and aluminum, for recycling.
• 05Clean, inspect, or lubricate recyclable collection equipment or perform routine maintenance or minor repairs on recycling equipment, such as star gears, finger sorters, destoners, belts, and grinders.
• 06Collect and sort recyclable construction materials, such as concrete, drywall, plastics, or wood, into containers.
• 07Extract chemicals from discarded appliances, such as air conditioners or refrigerators, using specialized machinery, such as refrigerant recovery equipment.
• 08Deposit recoverable materials into chutes or place materials on conveyor belts.
• 09Operate balers to compress recyclable materials into bundles or bales.
• 10Clean materials, such as metals, according to recycling requirements.
• 11Record logs of recycled materials or waste chemicals removed from products.
• 12Operate processing equipment, such as fiber-sorters and grinders, to sort, crush, or grind recyclable materials.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 3 research sources that scored Recycling and Reclamation Workers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 03AI Occupational Exposure to Language Modeling · 2023

Also covers

Auto Dismantler · Bobcat Driver · Box Sorter · Computer Recycling Worker · Convenience Recycle Center Technician (Convenience Recycle Center Tech) · Deconstruction and Decontamination Waste Operations Specialist (D and D Waste Operations Specialist) · Household Hazardous Waste Recycling Worker · Materials Sorter and related titles

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